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VC(31), No. 5, May 2015, pp. 601-611.
Springer DOI
1505
approximation of camera defocus effects from focused scene and depth map.
BibRef
Liu, D.W.[Dong-Wei],
Nicolescu, R.[Radu],
Klette, R.[Reinhard],
Stereo-based bokeh effects for photography,
MVA(27), No. 8, November 2016, pp. 1325-1337.
Springer DOI
1612
BibRef
Wu, J.[Jiaze],
Zheng, C.[Changwen],
Hu, X.H.[Xiao-Hui],
Xu, F.J.[Fan-Jiang],
Rendering realistic spectral bokeh due to lens stops and aberrations,
VC(29), No. 1, January 2013, pp. 41-52.
WWW Link.
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Wang, Y.,
Yang, J.,
Guo, Y.,
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An, W.,
Selective Light Field Refocusing for Camera Arrays Using Bokeh
Rendering and Superresolution,
SPLetters(26), No. 1, January 2019, pp. 204-208.
IEEE DOI
1901
Cameras, Rendering (computer graphics), Spatial resolution,
Signal resolution, Lenses, Visualization, Bokeh, camera array,
superresolution (SR)
BibRef
Dutta, S.[Saikat],
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JVCIR(77), 2021, pp. 103089.
Elsevier DOI
2106
Bokeh effect, Blur kernel, AIM 2019, Deep learning
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Wang, Z.F.[Zhi-Feng],
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Li, H.X.[Han-Xi],
Liu, B.[Bo],
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JVCIR(87), 2022, pp. 103580.
Elsevier DOI
2208
Bokeh rendering, Circle of confusion, Self-supervised,
Multi-scale fusion, Structure consistency
BibRef
Conde, M.V.[Marcos V.],
Kolmet, M.[Manuel],
Seizinger, T.[Tim],
Bishop, T.E.[Tom E.],
Timofte, R.[Radu],
Kong, X.Y.[Xiang-Yu],
Zhang, D.[Dafeng],
Wu, J.L.[Jin-Long],
Wang, F.[Fan],
Peng, J.[Juewen],
Pan, Z.Y.[Zhi-Yu],
Liu, C.X.[Cheng-Xin],
Luo, X.[Xianrui],
Sun, H.Q.[Hui-Qiang],
Shen, L.[Liao],
Cao, Z.G.[Zhi-Guo],
Xian, K.[Ke],
Liu, C.W.[Chao-Wei],
Chen, Z.[Zigeng],
Yang, X.Y.[Xing-Yi],
Liu, S.[Songhua],
Jing, Y.C.[Yong-Cheng],
Mi, M.B.[Michael Bi],
Wang, X.C.[Xin-Chao],
Yang, Z.H.[Zhi-Hao],
Lian, W.[Wenyi],
Lai, S.Y.[Si-Yuan],
Zhang, H.[Haichuan],
Hoang, T.[Trung],
Yazdani, A.[Amirsaeed],
Monga, V.[Vishal],
Luo, Z.W.[Zi-Wei],
Gustafsson, F.K.[Fredrik K.],
Zhao, Z.[Zheng],
Sjölund, J.[Jens],
Schön, T.B.[Thomas B.],
Zhao, Y.X.[Yu-Xuan],
Chen, B.L.[Bao-Liang],
Xu, Y.Q.[Yi-Qing],
Niu, J.X.[Ji-Xiang],
Lens-to-Lens Bokeh Effect Transformation. NTIRE 2023 Challenge Report,
NTIRE23(1643-1659)
IEEE DOI
2309
BibRef
Huang, Y.H.[Yi-Hao],
Juefei-Xu, F.[Felix],
Guo, Q.[Qing],
Pu, G.[Geguang],
Liu, Y.[Yang],
Natural and Adversarial Bokeh Rendering via Circle-of-Confusion
Predictive Network,
MultMed(26), 2024, pp. 5729-5740.
IEEE DOI
2404
Rendering (computer graphics), Task analysis, Training,
Visualization, Photography, Cameras, Image color analysis,
circle-of-confusion
BibRef
Peng, J.[Juewen],
Cao, Z.G.[Zhi-Guo],
Luo, X.[Xianrui],
Xian, K.[Ke],
Tang, W.F.[Wen-Feng],
Zhang, J.M.[Jian-Ming],
Lin, G.S.[Guo-Sheng],
BokehMe++: Harmonious Fusion of Classical and Neural Rendering for
Versatile Bokeh Creation,
PAMI(47), No. 3, March 2025, pp. 1530-1547.
IEEE DOI
2502
Rendering (computer graphics), Lenses, Training, Ray tracing,
Pipelines, Generators, Cameras, Smart phones, Iterative methods,
cat-eye effect simulation
BibRef
Peng, J.W.[Jue-Wen],
Pan, Z.Y.[Zhi-Yu],
Liu, C.X.[Cheng-Xin],
Luo, X.R.[Xian-Rui],
Sun, H.Q.[Hui-Qiang],
Shen, L.[Liao],
Xian, K.[Ke],
Cao, Z.G.[Zhi-Guo],
Selective Bokeh Effect Transformation,
NTIRE23(1-9)
IEEE DOI
2309
BibRef
Yang, Z.H.[Zhi-Hao],
Lian, W.[Wenyi],
Lai, S.Y.[Si-Yuan],
BokehOrNot: Transforming Bokeh Effect with Image Transformer and Lens
Metadata Embedding,
NTIRE23(1542-1550)
IEEE DOI
2309
BibRef
Kong, X.Y.[Xiang-Yu],
Wang, F.[Fan],
Zhang, D.[Dafeng],
Wu, J.L.[Jin-Long],
Liu, Z.[Zikun],
NAFBET: Bokeh Effect Transformation with Parameter Analysis Block
based on NAFNet,
NTIRE23(1603-1612)
IEEE DOI
2309
BibRef
Seizinger, T.[Tim],
Conde, M.V.[Marcos V.],
Kolmet, M.[Manuel],
Bishop, T.E.[Tom E.],
Timofte, R.[Radu],
Efficient Multi-Lens Bokeh Effect Rendering and Transformation,
NTIRE23(1633-1642)
IEEE DOI
2309
BibRef
Lee, B.[Brian],
Lei, F.[Fei],
Chen, H.[Huaijin],
Baudron, A.[Alexis],
Bokeh-Loss GAN: Multi-stage Adversarial Training for Realistic
Edge-aware Bokeh,
AIM22(619-634).
Springer DOI
2304
BibRef
Georgiadis, K.[Konstantinos],
Saà-Garriga, A.[Albert],
Yucel, M.K.[Mehmet Kerim],
Drosou, A.[Anastasios],
Manganelli, B.[Bruno],
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering,
AIM22(429-444).
Springer DOI
2304
BibRef
Ignatov, A.[Andrey],
Timofte, R.[Radu],
Zhang, J.[Jin],
Zhang, F.[Feng],
Yu, G.C.[Gao-Cheng],
Ma, Z.[Zhe],
Wang, H.B.[Hong-Bin],
Kwon, M.[Minsu],
Qian, H.T.[Hao-Tian],
Tong, W.T.[Wen-Tao],
Mu, P.[Pan],
Wang, Z.[Ziping],
Yan, G.J.[Guang-Jing],
Lee, B.[Brian],
Fei, L.[Lei],
Chen, H.J.[Huai-Jin],
Cho, H.[Hyebin],
Kwon, B.[Byeongjun],
Kim, M.C.[Mun-Churl],
Qian, M.Y.[Ming-Yang],
Ma, H.X.[Hui-Xin],
Li, Y.[Yanan],
Wang, X.T.[Xiao-Tao],
Lei, L.[Lei],
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile Ai & Aim 2022
Challenge: Report,
AIM22(153-173).
Springer DOI
2304
BibRef
Peng, J.[Juewen],
Zhang, J.M.[Jian-Ming],
Luo, X.[Xianrui],
Lu, H.[Hao],
Xian, K.[Ke],
Cao, Z.G.[Zhi-Guo],
MPIB: An MPI-Based Bokeh Rendering Framework for Realistic Partial
Occlusion Effects,
ECCV22(VI:590-607).
Springer DOI
2211
BibRef
Peng, J.[Juewen],
Luo, X.[Xianrui],
Xian, K.[Ke],
Cao, Z.G.[Zhi-Guo],
Interactive Portrait Bokeh Rendering System,
ICIP21(2923-2927)
IEEE DOI
2201
Graphics, Image processing, Estimation, Light scattering, Apertures,
Portrait bokeh rendering, light gathering, light scattering,
deep learning
BibRef
Dutta, S.[Saikat],
Das, S.D.[Sourya Dipta],
Shah, N.A.[Nisarg A.],
Tiwari, A.K.[Anil Kumar],
Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect
Rendering from a Single Image,
MAI21(2398-2407)
IEEE DOI
2109
Photography, Image segmentation, Runtime, Estimation,
Rendering (computer graphics), Cameras, Real-time systems
BibRef
Luo, C.,
Li, Y.,
Lin, K.,
Chen, G.,
Lee, S.,
Choi, J.,
Yoo, Y.F.,
Polley, M.O.,
Wavelet Synthesis Net for Disparity Estimation to Synthesize DSLR
Calibre Bokeh Effect on Smartphones,
CVPR20(2404-2412)
IEEE DOI
2008
Smart phones, Cameras, Correlation, Wireless sensor networks,
Spatial resolution, Optical imaging, Estimation
BibRef
Ignatov, A.[Andrey],
Patel, J.[Jagruti],
Timofte, R.[Radu],
Zheng, B.L.[Bo-Lun],
Ye, X.[Xin],
Huang, L.[Li],
Tian, X.[Xiang],
Dutta, S.[Saikat],
Purohit, K.[Kuldeep],
Kandula, P.[Praveen],
Suin, M.[Maitreya],
Rajagopalan, A.N.,
Xiong, Z.W.[Zhi-Wei],
Huang, J.[Jie],
Dong, G.T.[Guan-Ting],
Yao, M.D.[Ming-De],
Liu, D.[Dong],
Yang, W.[Wenjin],
Hong, M.[Ming],
Lin, W.Y.[Wen-Ying],
Qu, Y.Y.[Yan-Yun],
Choi, J.S.[Jae-Seok],
Park, W.[Woonsung],
Kim, M.C.[Mun-Churl],
Liu, R.[Rui],
Mao, X.Y.[Xiang-Yu],
Yang, C.X.[Cheng-Xi],
Yan, Q.[Qiong],
Sun, W.X.[Wen-Xiu],
Fang, J.K.[Jun-Kai],
Shang, M.M.[Mei-Mei],
Gao, F.[Fei],
Ghosh, S.[Sujoy],
Sharma, P.K.[Prasen Kumar],
Sur, A.[Arijit],
AIM 2019 Challenge on Bokeh Effect Synthesis: Methods and Results,
AIM19(3591-3598)
IEEE DOI
2004
Soft out-of-focus background.
Rendering (computer graphics), Apertures, Cameras, Training, Runtime,
Kernel, Visualization, AIM, AIM2019, Bokeh, Bokeh Effect,
Smartphones
BibRef
Ignatov, A.,
Patel, J.,
Timofte, R.,
Rendering Natural Camera Bokeh Effect with Deep Learning,
NTIRE20(1676-1686)
IEEE DOI
2008
Cameras, Rendering (computer graphics), Lenses, Apertures, Training,
Machine learning, Visualization
BibRef
Busam, B.,
Hog, M.,
McDonagh, S.,
Slabaugh, G.,
SteReFo: Efficient Image Refocusing with Stereo Vision,
AIM19(3295-3304)
IEEE DOI
2004
cameras, image resolution, image sensors, object tracking,
stereo image processing, computational video focus, Bokeh
BibRef
Purohit, K.,
Suin, M.,
Kandula, P.,
Ambasamudram, R.,
Depth-Guided Dense Dynamic Filtering Network for Bokeh Effect
Rendering,
AIM19(3417-3426)
IEEE DOI
2004
cameras, feature extraction, image restoration,
image segmentation, image sensors, image sequences, dense
BibRef
Liu, D.W.[Dong-Wei],
Nicolescu, R.[Radu],
Klette, R.[Reinhard],
Bokeh Effects Based on Stereo Vision,
CAIP15(I:198-210).
Springer DOI
1511
Bokeh, a sought-after photo rendering style of out-of-focus blur.
BibRef
Kodama, K.[Kazuya],
Izawa, I.[Ippeita],
Kubota, A.[Akira],
Robust reconstruction of arbitrarily deformed Bokeh from ordinary
multiple differently focused images,
ICIP10(3989-3992).
IEEE DOI
1009
BibRef
Chapter on 3-D Shape from X -- Shading, Textures, Lasers, Structured Light, Focus, Line Drawings continues in
Depth of Field, Desctiptions .